{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "international-spectacular",
   "metadata": {},
   "source": [
    "### Custom Marker Symbols"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "norwegian-abraham",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "circle              square              diamond             cross\n",
      "x                   triangle-up         triangle-down       triangle-left\n",
      "triangle-right      triangle-ne         triangle-se         triangle-sw\n",
      "triangle-nw         pentagon            hexagon             hexagon2\n",
      "octagon             star                hexagram            star-triangle-up\n",
      "star-triangle-down  star-square         star-diamond        diamond-tall\n",
      "diamond-wide        hourglass           circle-cross        square-cross\n",
      "diamond-cross       cross-thin          asterisk            hash-dot\n",
      "y-down              y-right             line-ns             line-nw\n",
      "arrow-down          arrow-right         arrow-bar-down      arrow-bar-right\n"
     ]
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import plotly.graph_objects as go\n",
    "from plotly.validators.scatter.marker import SymbolValidator\n",
    "from textwrap import wrap\n",
    "\n",
    "raw_symbols = SymbolValidator().values\n",
    "print(\"\\n\".join(wrap(\"\".join('{:<20}'.format(x) for x in [raw_symbols[x] for x in range(2,474,12)]),80)))\n",
    "\n",
    "namestems = []\n",
    "namevariants = []\n",
    "symbols = []\n",
    "for i in range(0,len(raw_symbols),3):\n",
    "    name = raw_symbols[i+2]\n",
    "    symbols.append(raw_symbols[i])\n",
    "    namestems.append(name.replace(\"-open\", \"\").replace(\"-dot\", \"\"))\n",
    "    namevariants.append(name[len(namestems[-1]):])\n",
    "\n",
    "fig = go.Figure(go.Scatter(mode=\"markers\", x=namevariants, y=namestems, marker_symbol=symbols,\n",
    "                           marker_line_color=\"midnightblue\", marker_color=\"lightskyblue\",\n",
    "                           marker_line_width=2, marker_size=15,\n",
    "                           hovertemplate=\"name: %{y}%{x}<br>number: %{marker.symbol}<extra></extra>\"))\n",
    "fig.update_layout(title=\"Mouse over symbols for name & number!\",\n",
    "                  xaxis_range=[-1,4], yaxis_range=[len(set(namestems)),-1],\n",
    "                  margin=dict(b=0,r=0), xaxis_side=\"top\", height=1400, width=400)\n",
    "fig.show(renderer=\"png\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
